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Using topological data analysis and pseudo time series to infer temporal phenotypes from electronic health records

Temporal phenotyping enables clinicians to better understand observable characteristics of a disease as it progresses. Modelling disease progression that captures interactions between phenotypes is inherently challenging. Temporal models that capture change in disease over time can identify the key...

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Detalhes bibliográficos
Publicado no:Artif Intell Med
Main Authors: Dagliati, Arianna, Geifman, Nophar, Peek, Niels, Holmes, John H., Sacchi, Lucia, Bellazzi, Riccardo, Sajjadi, Seyed Erfan, Tucker, Allan
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier Science Publishing 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7536308/
https://ncbi.nlm.nih.gov/pubmed/32972659
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.artmed.2020.101930
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